Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 12000 |
| Missing cells | 3444 |
| Missing cells (%) | 1.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 4 |
error_code is highly overall correlated with has_error | High correlation |
has_error is highly overall correlated with error_code | High correlation |
irradiance is highly overall correlated with soiled_irradiance | High correlation |
module_temperature is highly overall correlated with temperature | High correlation |
power_output is highly overall correlated with voltage | High correlation |
soiled_irradiance is highly overall correlated with irradiance and 1 other fields | High correlation |
soiling_ratio is highly overall correlated with soiled_irradiance | High correlation |
temperature is highly overall correlated with module_temperature | High correlation |
voltage is highly overall correlated with power_output | High correlation |
power_output has 1110 (9.2%) missing values | Missing |
temp_diff has 1134 (9.4%) missing values | Missing |
soiled_irradiance has 1200 (10.0%) missing values | Missing |
temperature has 198 (1.7%) zeros | Zeros |
maintenance_count has 213 (1.8%) zeros | Zeros |
voltage has 3080 (25.7%) zeros | Zeros |
power_output has 2933 (24.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-08 14:30:31.675733 |
|---|---|
| Analysis finished | 2025-06-08 14:30:53.288706 |
| Duration | 21.61 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
temperature
Real number (ℝ)
High correlation  Zeros 
| Distinct | 11204 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.125713 |
| Minimum | 0 |
|---|---|
| Maximum | 145.87968 |
| Zeros | 198 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.5899314 |
| Q1 | 17.229078 |
| median | 24.720345 |
| Q3 | 32.702795 |
| 95-th percentile | 44.661416 |
| Maximum | 145.87968 |
| Range | 145.87968 |
| Interquartile range (IQR) | 15.473717 |
Descriptive statistics
| Standard deviation | 11.977108 |
|---|---|
| Coefficient of variation (CV) | 0.47668729 |
| Kurtosis | 5.2563214 |
| Mean | 25.125713 |
| Median Absolute Deviation (MAD) | 7.7263986 |
| Skewness | 0.7359673 |
| Sum | 301508.56 |
| Variance | 143.45112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.72034535 | 582 | 4.9% |
| 0 | 198 | 1.7% |
| 60 | 19 | 0.2% |
| 34.19487007 | 1 | < 0.1% |
| 6.832680196 | 1 | < 0.1% |
| 18.63682531 | 1 | < 0.1% |
| 33.77693411 | 1 | < 0.1% |
| 42.36278696 | 1 | < 0.1% |
| 18.06622791 | 1 | < 0.1% |
| 30.83367781 | 1 | < 0.1% |
| Other values (11194) | 11194 |
| Value | Count | Frequency (%) |
| 0 | 198 | |
| 0.04396895376 | 1 | < 0.1% |
| 0.08294318597 | 1 | < 0.1% |
| 0.09803330564 | 1 | < 0.1% |
| 0.1198962214 | 1 | < 0.1% |
| 0.1229438636 | 1 | < 0.1% |
| 0.1396738754 | 1 | < 0.1% |
| 0.1463880019 | 1 | < 0.1% |
| 0.1677154218 | 1 | < 0.1% |
| 0.1777595994 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 145.8796772 | 1 | |
| 144.0852751 | 1 | |
| 142.2162839 | 1 | |
| 139.8620902 | 1 | |
| 130.9180882 | 1 | |
| 128.5463195 | 1 | |
| 122.034225 | 1 | |
| 121.7293983 | 1 | |
| 120.5266704 | 1 | |
| 114.5459053 | 1 |
irradiance
Real number (ℝ)
High correlation 
| Distinct | 11386 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 503.47465 |
| Minimum | -564.25232 |
|---|---|
| Maximum | 1420.6274 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 253 |
| Negative (%) | 2.1% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | -564.25232 |
|---|---|
| 5-th percentile | 93.106997 |
| Q1 | 344.61234 |
| median | 499.65473 |
| Q3 | 660.103 |
| 95-th percentile | 911.05729 |
| Maximum | 1420.6274 |
| Range | 1984.8797 |
| Interquartile range (IQR) | 315.49066 |
Descriptive statistics
| Standard deviation | 244.37583 |
|---|---|
| Coefficient of variation (CV) | 0.48537862 |
| Kurtosis | 0.16131043 |
| Mean | 503.47465 |
| Median Absolute Deviation (MAD) | 157.57732 |
| Skewness | 0.0020131864 |
| Sum | 6041695.8 |
| Variance | 59719.546 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 499.6547299 | 615 | 5.1% |
| 682.8101293 | 1 | < 0.1% |
| 468.0191355 | 1 | < 0.1% |
| 215.223134 | 1 | < 0.1% |
| 430.185818 | 1 | < 0.1% |
| 301.4635844 | 1 | < 0.1% |
| 567.317921 | 1 | < 0.1% |
| 231.7685163 | 1 | < 0.1% |
| 688.25754 | 1 | < 0.1% |
| 687.6334028 | 1 | < 0.1% |
| Other values (11376) | 11376 |
| Value | Count | Frequency (%) |
| -564.2523221 | 1 | |
| -382.6022752 | 1 | |
| -366.0908469 | 1 | |
| -346.3781654 | 1 | |
| -344.4397038 | 1 | |
| -313.9025086 | 1 | |
| -310.4182045 | 1 | |
| -297.036582 | 1 | |
| -287.9615351 | 1 | |
| -287.5278876 | 1 |
| Value | Count | Frequency (%) |
| 1420.627376 | 1 | |
| 1389.090696 | 1 | |
| 1337.150841 | 1 | |
| 1331.868072 | 1 | |
| 1326.374517 | 1 | |
| 1306.498281 | 1 | |
| 1300.581476 | 1 | |
| 1277.75683 | 1 | |
| 1277.648035 | 1 | |
| 1262.730921 | 1 |
humidity
Real number (ℝ)
| Distinct | 11928 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.824307 |
| Minimum | 0.0095391164 |
|---|---|
| Maximum | 99.981928 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0.0095391164 |
|---|---|
| 5-th percentile | 4.7266506 |
| Q1 | 24.685456 |
| median | 50.224152 |
| Q3 | 74.713704 |
| 95-th percentile | 95.197449 |
| Maximum | 99.981928 |
| Range | 99.972389 |
| Interquartile range (IQR) | 50.028248 |
Descriptive statistics
| Standard deviation | 28.950806 |
|---|---|
| Coefficient of variation (CV) | 0.58105788 |
| Kurtosis | -1.1966425 |
| Mean | 49.824307 |
| Median Absolute Deviation (MAD) | 25.037664 |
| Skewness | 0.0024024789 |
| Sum | 597891.68 |
| Variance | 838.14917 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50.22415155 | 73 | 0.6% |
| 55.61404978 | 1 | < 0.1% |
| 49.04476646 | 1 | < 0.1% |
| 8.76157134 | 1 | < 0.1% |
| 50.29401576 | 1 | < 0.1% |
| 56.37826313 | 1 | < 0.1% |
| 27.54841156 | 1 | < 0.1% |
| 14.90662479 | 1 | < 0.1% |
| 64.6125053 | 1 | < 0.1% |
| 90.81542278 | 1 | < 0.1% |
| Other values (11918) | 11918 |
| Value | Count | Frequency (%) |
| 0.009539116431 | 1 | |
| 0.0136231436 | 1 | |
| 0.01445613313 | 1 | |
| 0.01998237764 | 1 | |
| 0.02908181111 | 1 | |
| 0.06131852474 | 1 | |
| 0.07816322606 | 1 | |
| 0.09916449672 | 1 | |
| 0.1008280231 | 1 | |
| 0.1057661272 | 1 |
| Value | Count | Frequency (%) |
| 99.98192798 | 1 | |
| 99.96748974 | 1 | |
| 99.9619799 | 1 | |
| 99.95266944 | 1 | |
| 99.94875092 | 1 | |
| 99.94502046 | 1 | |
| 99.94053518 | 1 | |
| 99.93749684 | 1 | |
| 99.93407678 | 1 | |
| 99.92881519 | 1 |
panel_age
Real number (ℝ)
| Distinct | 11394 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.474815 |
| Minimum | 0.013552628 |
|---|---|
| Maximum | 34.989441 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0.013552628 |
|---|---|
| 5-th percentile | 1.8317114 |
| Q1 | 9.1810737 |
| median | 17.497731 |
| Q3 | 25.73857 |
| 95-th percentile | 33.059093 |
| Maximum | 34.989441 |
| Range | 34.975888 |
| Interquartile range (IQR) | 16.557496 |
Descriptive statistics
| Standard deviation | 9.8365395 |
|---|---|
| Coefficient of variation (CV) | 0.56289808 |
| Kurtosis | -1.1001829 |
| Mean | 17.474815 |
| Median Absolute Deviation (MAD) | 8.2670275 |
| Skewness | -0.0065720587 |
| Sum | 209697.77 |
| Variance | 96.75751 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.49773098 | 607 | 5.1% |
| 2.150406513 | 1 | < 0.1% |
| 12.79016726 | 1 | < 0.1% |
| 0.08108357168 | 1 | < 0.1% |
| 25.56371116 | 1 | < 0.1% |
| 5.167165701 | 1 | < 0.1% |
| 24.27031925 | 1 | < 0.1% |
| 2.537073818 | 1 | < 0.1% |
| 12.00559626 | 1 | < 0.1% |
| 30.34437084 | 1 | < 0.1% |
| Other values (11384) | 11384 |
| Value | Count | Frequency (%) |
| 0.01355262806 | 1 | |
| 0.01540993646 | 1 | |
| 0.01919298634 | 1 | |
| 0.0202593225 | 1 | |
| 0.02890787299 | 1 | |
| 0.03494323858 | 1 | |
| 0.04283308728 | 1 | |
| 0.04366406883 | 1 | |
| 0.04893163863 | 1 | |
| 0.05943059805 | 1 |
| Value | Count | Frequency (%) |
| 34.98944092 | 1 | |
| 34.98823547 | 1 | |
| 34.98816312 | 1 | |
| 34.97785481 | 1 | |
| 34.97238975 | 1 | |
| 34.9661775 | 1 | |
| 34.96220307 | 1 | |
| 34.96219321 | 1 | |
| 34.95863499 | 1 | |
| 34.95808418 | 1 |
maintenance_count
Real number (ℝ)
Zeros 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.99225 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 213 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9439234 |
|---|---|
| Coefficient of variation (CV) | 0.48692427 |
| Kurtosis | 0.42105072 |
| Mean | 3.99225 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.51520075 |
| Sum | 47907 |
| Variance | 3.7788382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2848 | |
| 3 | 2199 | |
| 5 | 1799 | |
| 2 | 1709 | |
| 6 | 1181 | |
| 1 | 817 | 6.8% |
| 7 | 653 | 5.4% |
| 8 | 342 | 2.9% |
| 0 | 213 | 1.8% |
| 9 | 141 | 1.2% |
| Other values (4) | 98 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 213 | 1.8% |
| 1 | 817 | 6.8% |
| 2 | 1709 | |
| 3 | 2199 | |
| 4 | 2848 | |
| 5 | 1799 | |
| 6 | 1181 | |
| 7 | 653 | 5.4% |
| 8 | 342 | 2.9% |
| 9 | 141 | 1.2% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 12 | 9 | 0.1% |
| 11 | 25 | 0.2% |
| 10 | 63 | 0.5% |
| 9 | 141 | 1.2% |
| 8 | 342 | 2.9% |
| 7 | 653 | 5.4% |
| 6 | 1181 | |
| 5 | 1799 | |
| 4 | 2848 |
soiling_ratio
Real number (ℝ)
High correlation 
| Distinct | 11391 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.70032546 |
| Minimum | 0.40004186 |
|---|---|
| Maximum | 0.99997599 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0.40004186 |
|---|---|
| 5-th percentile | 0.43244693 |
| Q1 | 0.56099509 |
| median | 0.69766345 |
| Q3 | 0.84246545 |
| 95-th percentile | 0.96690242 |
| Maximum | 0.99997599 |
| Range | 0.59993413 |
| Interquartile range (IQR) | 0.28147036 |
Descriptive statistics
| Standard deviation | 0.16801533 |
|---|---|
| Coefficient of variation (CV) | 0.23991035 |
| Kurtosis | -1.0994803 |
| Mean | 0.70032546 |
| Median Absolute Deviation (MAD) | 0.14055082 |
| Skewness | 0.007101221 |
| Sum | 8403.9055 |
| Variance | 0.028229149 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6976634526 | 610 | 5.1% |
| 0.9085552927 | 1 | < 0.1% |
| 0.9099036199 | 1 | < 0.1% |
| 0.7091422089 | 1 | < 0.1% |
| 0.4571752885 | 1 | < 0.1% |
| 0.5108346642 | 1 | < 0.1% |
| 0.8897651368 | 1 | < 0.1% |
| 0.590371655 | 1 | < 0.1% |
| 0.6114252657 | 1 | < 0.1% |
| 0.5649382276 | 1 | < 0.1% |
| Other values (11381) | 11381 |
| Value | Count | Frequency (%) |
| 0.4000418565 | 1 | |
| 0.4001009102 | 1 | |
| 0.4002470086 | 1 | |
| 0.4003954597 | 1 | |
| 0.4005527624 | 1 | |
| 0.4005754101 | 1 | |
| 0.4007238629 | 1 | |
| 0.4007331267 | 1 | |
| 0.4007848998 | 1 | |
| 0.4008415747 | 1 |
| Value | Count | Frequency (%) |
| 0.9999759861 | 1 | |
| 0.9998098157 | 1 | |
| 0.9997519577 | 1 | |
| 0.9997444904 | 1 | |
| 0.9995837669 | 1 | |
| 0.9995440547 | 1 | |
| 0.9995120859 | 1 | |
| 0.9994316065 | 1 | |
| 0.9994053975 | 1 | |
| 0.9994017957 | 1 |
voltage
Real number (ℝ)
High correlation  Zeros 
| Distinct | 8375 |
|---|---|
| Distinct (%) | 69.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.329925 |
| Minimum | 0 |
|---|---|
| Maximum | 417.68276 |
| Zeros | 3080 |
| Zeros (%) | 25.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.350138 |
| Q3 | 26.194708 |
| 95-th percentile | 47.252904 |
| Maximum | 417.68276 |
| Range | 417.68276 |
| Interquartile range (IQR) | 26.194708 |
Descriptive statistics
| Standard deviation | 17.999183 |
|---|---|
| Coefficient of variation (CV) | 1.1022208 |
| Kurtosis | 70.334554 |
| Mean | 16.329925 |
| Median Absolute Deviation (MAD) | 12.350138 |
| Skewness | 4.5085641 |
| Sum | 195959.1 |
| Variance | 323.9706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3080 | 25.7% |
| 12.35013818 | 547 | 4.6% |
| 30.09586704 | 1 | < 0.1% |
| 28.42443045 | 1 | < 0.1% |
| 7.848038323 | 1 | < 0.1% |
| 12.30071688 | 1 | < 0.1% |
| 20.35357257 | 1 | < 0.1% |
| 0.003959130864 | 1 | < 0.1% |
| 29.90275539 | 1 | < 0.1% |
| 4.604473209 | 1 | < 0.1% |
| Other values (8365) | 8365 |
| Value | Count | Frequency (%) |
| 0 | 3080 | |
| 0.00154045986 | 1 | < 0.1% |
| 0.003959130864 | 1 | < 0.1% |
| 0.005537716947 | 1 | < 0.1% |
| 0.02308199848 | 1 | < 0.1% |
| 0.02700292411 | 1 | < 0.1% |
| 0.03216217923 | 1 | < 0.1% |
| 0.04456428168 | 1 | < 0.1% |
| 0.04792266636 | 1 | < 0.1% |
| 0.05425958465 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 417.6827632 | 1 | |
| 375.461023 | 1 | |
| 367.480235 | 1 | |
| 338.7765328 | 1 | |
| 298.9909965 | 1 | |
| 282.4084181 | 1 | |
| 270.0612719 | 1 | |
| 244.6032917 | 1 | |
| 241.1674544 | 1 | |
| 139.1915054 | 1 |
current
Real number (ℝ)
| Distinct | 11414 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7008847 |
| Minimum | 6.4894132 × 10-5 |
|---|---|
| Maximum | 7.2563907 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 6.4894132 × 10-5 |
|---|---|
| 5-th percentile | 0.16446463 |
| Q1 | 0.80986237 |
| median | 1.5584131 |
| Q3 | 2.3998788 |
| 95-th percentile | 3.794549 |
| Maximum | 7.2563907 |
| Range | 7.2563258 |
| Interquartile range (IQR) | 1.5900165 |
Descriptive statistics
| Standard deviation | 1.1196555 |
|---|---|
| Coefficient of variation (CV) | 0.6582783 |
| Kurtosis | 0.17821935 |
| Mean | 1.7008847 |
| Median Absolute Deviation (MAD) | 0.79139673 |
| Skewness | 0.69825086 |
| Sum | 20410.617 |
| Variance | 1.2536284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.558413082 | 587 | 4.9% |
| 0.3621093434 | 1 | < 0.1% |
| 0.9682846788 | 1 | < 0.1% |
| 0.06910124869 | 1 | < 0.1% |
| 1.713852 | 1 | < 0.1% |
| 1.696936226 | 1 | < 0.1% |
| 0.7871881845 | 1 | < 0.1% |
| 1.008129062 | 1 | < 0.1% |
| 1.215975279 | 1 | < 0.1% |
| 0.5618593581 | 1 | < 0.1% |
| Other values (11404) | 11404 |
| Value | Count | Frequency (%) |
| 6.489413229 × 10-5 | 1 | |
| 0.0003028035065 | 1 | |
| 0.0005223321141 | 1 | |
| 0.0005492417465 | 1 | |
| 0.0005981046183 | 1 | |
| 0.0006067589872 | 1 | |
| 0.0006075573181 | 1 | |
| 0.001397799148 | 1 | |
| 0.001473902221 | 1 | |
| 0.00231534317 | 1 |
| Value | Count | Frequency (%) |
| 7.256390735 | 1 | |
| 6.507955763 | 1 | |
| 6.324634802 | 1 | |
| 6.260188934 | 1 | |
| 6.001444333 | 1 | |
| 5.998698109 | 1 | |
| 5.974709219 | 1 | |
| 5.862961506 | 1 | |
| 5.838678039 | 1 | |
| 5.83740665 | 1 |
module_temperature
Real number (ℝ)
High correlation 
| Distinct | 11383 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.029415 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 17 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.052143 |
| Q1 | 21.998419 |
| median | 29.857669 |
| Q3 | 37.844073 |
| 95-th percentile | 50.356806 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 15.845654 |
Descriptive statistics
| Standard deviation | 11.918013 |
|---|---|
| Coefficient of variation (CV) | 0.39687797 |
| Kurtosis | -0.13817033 |
| Mean | 30.029415 |
| Median Absolute Deviation (MAD) | 7.9230274 |
| Skewness | 0.084563549 |
| Sum | 360352.98 |
| Variance | 142.03904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.8576686 | 580 | 4.8% |
| 65 | 23 | 0.2% |
| 0 | 17 | 0.1% |
| 19.51727401 | 1 | < 0.1% |
| 37.42144261 | 1 | < 0.1% |
| 32.14776341 | 1 | < 0.1% |
| 25.73411816 | 1 | < 0.1% |
| 14.56375702 | 1 | < 0.1% |
| 19.29228782 | 1 | < 0.1% |
| 45.96829934 | 1 | < 0.1% |
| Other values (11373) | 11373 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.1372598946 | 1 | < 0.1% |
| 0.1740890795 | 1 | < 0.1% |
| 0.2797311198 | 1 | < 0.1% |
| 0.3259752923 | 1 | < 0.1% |
| 0.3324826632 | 1 | < 0.1% |
| 0.3379009878 | 1 | < 0.1% |
| 0.381262328 | 1 | < 0.1% |
| 0.3849758042 | 1 | < 0.1% |
| 0.5634598879 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65 | 23 | |
| 64.69066347 | 1 | < 0.1% |
| 64.67891114 | 1 | < 0.1% |
| 64.5767295 | 1 | < 0.1% |
| 64.42010575 | 1 | < 0.1% |
| 64.41362101 | 1 | < 0.1% |
| 64.32004104 | 1 | < 0.1% |
| 64.30556662 | 1 | < 0.1% |
| 64.30063621 | 1 | < 0.1% |
| 64.29978129 | 1 | < 0.1% |
cloud_coverage
Real number (ℝ)
| Distinct | 11404 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.245595 |
| Minimum | 0.0010651795 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0.0010651795 |
|---|---|
| 5-th percentile | 5.5066977 |
| Q1 | 26.319099 |
| median | 49.704133 |
| Q3 | 73.875998 |
| 95-th percentile | 94.950786 |
| Maximum | 1000 |
| Range | 999.99893 |
| Interquartile range (IQR) | 47.556899 |
Descriptive statistics
| Standard deviation | 44.601903 |
|---|---|
| Coefficient of variation (CV) | 0.87035584 |
| Kurtosis | 270.44412 |
| Mean | 51.245595 |
| Median Absolute Deviation (MAD) | 23.740728 |
| Skewness | 12.807397 |
| Sum | 614947.14 |
| Variance | 1989.3297 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49.70413334 | 582 | 4.9% |
| 1000 | 16 | 0.1% |
| 30.48650646 | 1 | < 0.1% |
| 52.1856354 | 1 | < 0.1% |
| 39.32703109 | 1 | < 0.1% |
| 10.57480504 | 1 | < 0.1% |
| 6.760446031 | 1 | < 0.1% |
| 9.945529656 | 1 | < 0.1% |
| 73.89865015 | 1 | < 0.1% |
| 33.50988888 | 1 | < 0.1% |
| Other values (11394) | 11394 |
| Value | Count | Frequency (%) |
| 0.001065179489 | 1 | |
| 0.02492664594 | 1 | |
| 0.03338659119 | 1 | |
| 0.03486429448 | 1 | |
| 0.04399147952 | 1 | |
| 0.05630399045 | 1 | |
| 0.061438746 | 1 | |
| 0.06417922874 | 1 | |
| 0.06511704908 | 1 | |
| 0.07635556278 | 1 |
| Value | Count | Frequency (%) |
| 1000 | 16 | |
| 99.99565063 | 1 | < 0.1% |
| 99.99444358 | 1 | < 0.1% |
| 99.9884412 | 1 | < 0.1% |
| 99.98733178 | 1 | < 0.1% |
| 99.98236537 | 1 | < 0.1% |
| 99.97851111 | 1 | < 0.1% |
| 99.97330693 | 1 | < 0.1% |
| 99.95440172 | 1 | < 0.1% |
| 99.94243602 | 1 | < 0.1% |
wind_speed
Real number (ℝ)
| Distinct | 11920 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4762184 |
| Minimum | 4.1548467 × 10-5 |
|---|---|
| Maximum | 14.999029 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 4.1548467 × 10-5 |
|---|---|
| 5-th percentile | 0.73846908 |
| Q1 | 3.7856465 |
| median | 7.4332763 |
| Q3 | 11.2167 |
| 95-th percentile | 14.24373 |
| Maximum | 14.999029 |
| Range | 14.998987 |
| Interquartile range (IQR) | 7.4310532 |
Descriptive statistics
| Standard deviation | 4.3242365 |
|---|---|
| Coefficient of variation (CV) | 0.5783989 |
| Kurtosis | -1.1813613 |
| Mean | 7.4762184 |
| Median Absolute Deviation (MAD) | 3.7143144 |
| Skewness | 0.0024622445 |
| Sum | 89714.62 |
| Variance | 18.699021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.396090601 | 81 | 0.7% |
| 7.712644739 | 1 | < 0.1% |
| 7.6122409 | 1 | < 0.1% |
| 3.252531274 | 1 | < 0.1% |
| 2.700604877 | 1 | < 0.1% |
| 8.94231174 | 1 | < 0.1% |
| 11.45998418 | 1 | < 0.1% |
| 4.530717697 | 1 | < 0.1% |
| 4.483294962 | 1 | < 0.1% |
| 11.31586311 | 1 | < 0.1% |
| Other values (11910) | 11910 |
| Value | Count | Frequency (%) |
| 4.154846745 × 10-5 | 1 | |
| 0.001347363573 | 1 | |
| 0.002252113866 | 1 | |
| 0.002922468485 | 1 | |
| 0.002931945256 | 1 | |
| 0.004299726733 | 1 | |
| 0.004313223803 | 1 | |
| 0.005103271744 | 1 | |
| 0.005368983927 | 1 | |
| 0.007721626198 | 1 |
| Value | Count | Frequency (%) |
| 14.9990289 | 1 | |
| 14.99759931 | 1 | |
| 14.99656417 | 1 | |
| 14.99547472 | 1 | |
| 14.99320436 | 1 | |
| 14.99244365 | 1 | |
| 14.99237975 | 1 | |
| 14.99201795 | 1 | |
| 14.99111834 | 1 | |
| 14.98929298 | 1 |
pressure
Real number (ℝ)
| Distinct | 11936 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1013.1206 |
| Minimum | 974.96741 |
|---|---|
| Maximum | 1053.6789 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 974.96741 |
|---|---|
| 5-th percentile | 996.4696 |
| Q1 | 1006.4468 |
| median | 1013.1943 |
| Q3 | 1019.8711 |
| 95-th percentile | 1029.3394 |
| Maximum | 1053.6789 |
| Range | 78.711485 |
| Interquartile range (IQR) | 13.424246 |
Descriptive statistics
| Standard deviation | 10.013563 |
|---|---|
| Coefficient of variation (CV) | 0.0098838797 |
| Kurtosis | 0.051815107 |
| Mean | 1013.1206 |
| Median Absolute Deviation (MAD) | 6.7041223 |
| Skewness | -0.05481993 |
| Sum | 12157448 |
| Variance | 100.27144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1012.906121 | 65 | 0.5% |
| 1010.068901 | 1 | < 0.1% |
| 1020.928489 | 1 | < 0.1% |
| 1004.806303 | 1 | < 0.1% |
| 1025.987693 | 1 | < 0.1% |
| 1016.694018 | 1 | < 0.1% |
| 1014.887503 | 1 | < 0.1% |
| 1018.016056 | 1 | < 0.1% |
| 1004.273707 | 1 | < 0.1% |
| 1002.616341 | 1 | < 0.1% |
| Other values (11926) | 11926 |
| Value | Count | Frequency (%) |
| 974.9674095 | 1 | |
| 975.8489468 | 1 | |
| 976.2689324 | 1 | |
| 976.7049427 | 1 | |
| 977.2782592 | 1 | |
| 977.5923363 | 1 | |
| 978.1348283 | 1 | |
| 980.2033285 | 1 | |
| 980.2653876 | 1 | |
| 981.0160887 | 1 |
| Value | Count | Frequency (%) |
| 1053.678894 | 1 | |
| 1049.713708 | 1 | |
| 1048.850112 | 1 | |
| 1047.856107 | 1 | |
| 1046.226443 | 1 | |
| 1045.668315 | 1 | |
| 1045.622479 | 1 | |
| 1045.364559 | 1 | |
| 1044.861444 | 1 | |
| 1044.613786 | 1 |
string_id
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 796.9 KiB |
| 2.0 | |
|---|---|
| 0.0 | |
| 3.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 3.0 |
| 4th row | 2.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 3025 | |
| 0.0 | 3024 | |
| 3.0 | 3007 | |
| 1.0 | 2944 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 3025 | |
| 0.0 | 3024 | |
| 3.0 | 3007 | |
| 1.0 | 2944 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15024 | |
| . | 12000 | |
| 2 | 3025 | 8.4% |
| 3 | 3007 | 8.4% |
| 1 | 2944 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15024 | |
| . | 12000 | |
| 2 | 3025 | 8.4% |
| 3 | 3007 | 8.4% |
| 1 | 2944 | 8.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15024 | |
| . | 12000 | |
| 2 | 3025 | 8.4% |
| 3 | 3007 | 8.4% |
| 1 | 2944 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15024 | |
| . | 12000 | |
| 2 | 3025 | 8.4% |
| 3 | 3007 | 8.4% |
| 1 | 2944 | 8.2% |
error_code
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 796.9 KiB |
| 3.0 | |
|---|---|
| 0.0 | |
| 1.0 | |
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 3611 | |
| 0.0 | 3568 | |
| 1.0 | 2438 | |
| 2.0 | 2383 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 3611 | |
| 0.0 | 3568 | |
| 1.0 | 2438 | |
| 2.0 | 2383 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15568 | |
| . | 12000 | |
| 3 | 3611 | 10.0% |
| 1 | 2438 | 6.8% |
| 2 | 2383 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15568 | |
| . | 12000 | |
| 3 | 3611 | 10.0% |
| 1 | 2438 | 6.8% |
| 2 | 2383 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15568 | |
| . | 12000 | |
| 3 | 3611 | 10.0% |
| 1 | 2438 | 6.8% |
| 2 | 2383 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15568 | |
| . | 12000 | |
| 3 | 3611 | 10.0% |
| 1 | 2438 | 6.8% |
| 2 | 2383 | 6.6% |
installation_type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 796.9 KiB |
| 1.0 | |
|---|---|
| 3.0 | |
| 0.0 | |
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3018 | |
| 3.0 | 3007 | |
| 0.0 | 2996 | |
| 2.0 | 2979 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3018 | |
| 3.0 | 3007 | |
| 0.0 | 2996 | |
| 2.0 | 2979 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14996 | |
| . | 12000 | |
| 1 | 3018 | 8.4% |
| 3 | 3007 | 8.4% |
| 2 | 2979 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14996 | |
| . | 12000 | |
| 1 | 3018 | 8.4% |
| 3 | 3007 | 8.4% |
| 2 | 2979 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14996 | |
| . | 12000 | |
| 1 | 3018 | 8.4% |
| 3 | 3007 | 8.4% |
| 2 | 2979 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14996 | |
| . | 12000 | |
| 1 | 3018 | 8.4% |
| 3 | 3007 | 8.4% |
| 2 | 2979 | 8.3% |
power_output
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 7958 |
|---|---|
| Distinct (%) | 73.1% |
| Missing | 1110 |
| Missing (%) | 9.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.601732 |
| Minimum | 0 |
|---|---|
| Maximum | 1189.3432 |
| Zeros | 2933 |
| Zeros (%) | 24.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.937726 |
| Q3 | 43.853436 |
| 95-th percentile | 118.03725 |
| Maximum | 1189.3432 |
| Range | 1189.3432 |
| Interquartile range (IQR) | 43.853436 |
Descriptive statistics
| Standard deviation | 46.751088 |
|---|---|
| Coefficient of variation (CV) | 1.5277268 |
| Kurtosis | 88.485355 |
| Mean | 30.601732 |
| Median Absolute Deviation (MAD) | 12.937726 |
| Skewness | 5.4688778 |
| Sum | 333252.86 |
| Variance | 2185.6642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2933 | 24.4% |
| 48.23444573 | 1 | < 0.1% |
| 6.177883039 | 1 | < 0.1% |
| 22.97305959 | 1 | < 0.1% |
| 29.04010129 | 1 | < 0.1% |
| 113.6111018 | 1 | < 0.1% |
| 31.67688253 | 1 | < 0.1% |
| 0.4402023143 | 1 | < 0.1% |
| 42.14555591 | 1 | < 0.1% |
| 15.82937175 | 1 | < 0.1% |
| Other values (7948) | 7948 | |
| (Missing) | 1110 | 9.2% |
| Value | Count | Frequency (%) |
| 0 | 2933 | |
| 0.0002444744252 | 1 | < 0.1% |
| 0.0005083013329 | 1 | < 0.1% |
| 0.000784908353 | 1 | < 0.1% |
| 0.001021642216 | 1 | < 0.1% |
| 0.002187705062 | 1 | < 0.1% |
| 0.004246997871 | 1 | < 0.1% |
| 0.004834844638 | 1 | < 0.1% |
| 0.005452498612 | 1 | < 0.1% |
| 0.007242502963 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1189.343248 | 1 | |
| 1176.227925 | 1 | |
| 882.1506631 | 1 | |
| 749.2284518 | 1 | |
| 537.3697921 | 1 | |
| 487.8971868 | 1 | |
| 399.559095 | 1 | |
| 363.5324712 | 1 | |
| 348.9788964 | 1 | |
| 320.3484233 | 1 |
temp_diff
Real number (ℝ)
Missing 
| Distinct | 10845 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 1134 |
| Missing (%) | 9.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8890334 |
| Minimum | -100.26623 |
|---|---|
| Maximum | 18.384962 |
| Zeros | 14 |
| Zeros (%) | 0.1% |
| Negative | 554 |
| Negative (%) | 4.6% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | -100.26623 |
|---|---|
| 5-th percentile | -0.024187665 |
| Q1 | 2.9260073 |
| median | 5.0068723 |
| Q3 | 7.0597471 |
| 95-th percentile | 9.8933582 |
| Maximum | 18.384962 |
| Range | 118.6512 |
| Interquartile range (IQR) | 4.1337398 |
Descriptive statistics
| Standard deviation | 4.3764178 |
|---|---|
| Coefficient of variation (CV) | 0.8951499 |
| Kurtosis | 272.25896 |
| Mean | 4.8890334 |
| Median Absolute Deviation (MAD) | 2.0692257 |
| Skewness | -11.974964 |
| Sum | 53124.237 |
| Variance | 19.153033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14 | 0.1% |
| 5 | 9 | 0.1% |
| 3.873029444 | 1 | < 0.1% |
| 5.136805199 | 1 | < 0.1% |
| 1.928045294 | 1 | < 0.1% |
| 0.6118203657 | 1 | < 0.1% |
| 7.866381019 | 1 | < 0.1% |
| 6.116236975 | 1 | < 0.1% |
| 1.898894631 | 1 | < 0.1% |
| 2.595119137 | 1 | < 0.1% |
| Other values (10835) | 10835 | |
| (Missing) | 1134 | 9.4% |
| Value | Count | Frequency (%) |
| -100.2662341 | 1 | |
| -99.37269624 | 1 | |
| -99.03694143 | 1 | |
| -97.74032613 | 1 | |
| -95.67861006 | 1 | |
| -94.37426332 | 1 | |
| -93.84926465 | 1 | |
| -91.69815206 | 1 | |
| -90.72069055 | 1 | |
| -90.36690776 | 1 |
| Value | Count | Frequency (%) |
| 18.38496215 | 1 | |
| 16.65839883 | 1 | |
| 15.6627491 | 1 | |
| 15.53878265 | 1 | |
| 15.287211 | 1 | |
| 14.61639819 | 1 | |
| 14.52955543 | 1 | |
| 14.49982245 | 1 | |
| 14.38441061 | 1 | |
| 14.26358817 | 1 |
soiled_irradiance
Real number (ℝ)
High correlation  Missing 
| Distinct | 10800 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1200 |
| Missing (%) | 10.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151.61184 |
| Minimum | -214.83427 |
|---|---|
| Maximum | 798.88701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 236 |
| Negative (%) | 2.0% |
| Memory size | 187.5 KiB |
Quantile statistics
| Minimum | -214.83427 |
|---|---|
| 5-th percentile | 5.2568965 |
| Q1 | 51.530149 |
| median | 125.45286 |
| Q3 | 227.2326 |
| 95-th percentile | 391.42111 |
| Maximum | 798.88701 |
| Range | 1013.7213 |
| Interquartile range (IQR) | 175.70245 |
Descriptive statistics
| Standard deviation | 124.37953 |
|---|---|
| Coefficient of variation (CV) | 0.82038136 |
| Kurtosis | 0.67673914 |
| Mean | 151.61184 |
| Median Absolute Deviation (MAD) | 82.940523 |
| Skewness | 0.9335158 |
| Sum | 1637407.9 |
| Variance | 15470.267 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.419551182 | 1 | < 0.1% |
| 12.21870861 | 1 | < 0.1% |
| 28.0927204 | 1 | < 0.1% |
| 61.14471489 | 1 | < 0.1% |
| 84.79960893 | 1 | < 0.1% |
| 134.304854 | 1 | < 0.1% |
| 49.74204958 | 1 | < 0.1% |
| 97.68857127 | 1 | < 0.1% |
| 352.2722555 | 1 | < 0.1% |
| 456.0740724 | 1 | < 0.1% |
| Other values (10790) | 10790 | |
| (Missing) | 1200 | 10.0% |
| Value | Count | Frequency (%) |
| -214.8342665 | 1 | |
| -211.1066449 | 1 | |
| -206.5580993 | 1 | |
| -182.6875571 | 1 | |
| -170.7284561 | 1 | |
| -120.4706434 | 1 | |
| -115.6337505 | 1 | |
| -111.3451168 | 1 | |
| -109.5748133 | 1 | |
| -99.52434694 | 1 |
| Value | Count | Frequency (%) |
| 798.8870064 | 1 | |
| 772.6209848 | 1 | |
| 726.7603158 | 1 | |
| 677.3187441 | 1 | |
| 669.2515507 | 1 | |
| 664.567934 | 1 | |
| 660.9733216 | 1 | |
| 660.5845395 | 1 | |
| 657.5806862 | 1 | |
| 655.5978235 | 1 |
has_error
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 773.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 8389 | |
| 0 | 3611 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 8389 | |
| 0 | 3611 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8389 | |
| 0 | 3611 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8389 | |
| 0 | 3611 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8389 | |
| 0 | 3611 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 8389 | |
| 0 | 3611 |
Interactions
Correlations
| cloud_coverage | current | error_code | has_error | humidity | installation_type | irradiance | maintenance_count | module_temperature | panel_age | power_output | pressure | soiled_irradiance | soiling_ratio | string_id | temp_diff | temperature | voltage | wind_speed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cloud_coverage | 1.000 | -0.007 | 0.011 | 0.000 | 0.016 | 0.006 | -0.010 | 0.004 | -0.008 | 0.004 | -0.000 | 0.004 | -0.007 | 0.002 | 0.011 | 0.004 | -0.003 | -0.000 | 0.006 |
| current | -0.007 | 1.000 | 0.000 | 0.000 | -0.008 | 0.000 | 0.419 | -0.018 | -0.007 | -0.002 | 0.457 | 0.006 | 0.268 | -0.028 | 0.000 | -0.002 | -0.003 | 0.121 | -0.001 |
| error_code | 0.011 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.005 | 0.012 | 0.012 | 0.000 | 0.014 | 0.000 | 0.008 |
| has_error | 0.000 | 0.000 | 1.000 | 1.000 | 0.020 | 0.000 | 0.011 | 0.000 | 0.000 | 0.007 | 0.012 | 0.000 | 0.012 | 0.026 | 0.027 | 0.000 | 0.000 | 0.000 | 0.020 |
| humidity | 0.016 | -0.008 | 0.000 | 0.020 | 1.000 | 0.000 | -0.006 | -0.019 | -0.003 | 0.017 | -0.018 | 0.001 | -0.004 | -0.001 | 0.000 | 0.007 | -0.007 | -0.014 | 0.003 |
| installation_type | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.009 | 0.000 | 0.009 | 0.013 | 0.000 | 0.005 | 0.018 | 0.006 | 0.017 | 0.000 | 0.000 | 0.013 | 0.006 |
| irradiance | -0.010 | 0.419 | 0.007 | 0.011 | -0.006 | 0.009 | 1.000 | -0.013 | 0.008 | -0.018 | 0.361 | -0.008 | 0.591 | -0.020 | 0.000 | -0.002 | 0.009 | 0.253 | -0.014 |
| maintenance_count | 0.004 | -0.018 | 0.000 | 0.000 | -0.019 | 0.000 | -0.013 | 1.000 | -0.010 | 0.000 | -0.009 | -0.004 | -0.017 | 0.006 | 0.000 | 0.002 | -0.009 | -0.003 | -0.003 |
| module_temperature | -0.008 | -0.007 | 0.000 | 0.000 | -0.003 | 0.009 | 0.008 | -0.010 | 1.000 | -0.005 | -0.002 | -0.004 | 0.012 | -0.006 | 0.000 | 0.244 | 0.919 | 0.004 | 0.003 |
| panel_age | 0.004 | -0.002 | 0.000 | 0.007 | 0.017 | 0.013 | -0.018 | 0.000 | -0.005 | 1.000 | -0.007 | -0.008 | 0.001 | -0.008 | 0.000 | -0.009 | -0.004 | 0.000 | -0.003 |
| power_output | -0.000 | 0.457 | 0.015 | 0.012 | -0.018 | 0.000 | 0.361 | -0.009 | -0.002 | -0.007 | 1.000 | -0.008 | 0.231 | -0.018 | 0.000 | -0.006 | -0.003 | 0.888 | -0.010 |
| pressure | 0.004 | 0.006 | 0.000 | 0.000 | 0.001 | 0.005 | -0.008 | -0.004 | -0.004 | -0.008 | -0.008 | 1.000 | -0.010 | -0.000 | 0.000 | -0.009 | -0.004 | -0.007 | -0.005 |
| soiled_irradiance | -0.007 | 0.268 | 0.005 | 0.012 | -0.004 | 0.018 | 0.591 | -0.017 | 0.012 | 0.001 | 0.231 | -0.010 | 1.000 | -0.747 | 0.018 | 0.006 | 0.008 | 0.157 | -0.014 |
| soiling_ratio | 0.002 | -0.028 | 0.012 | 0.026 | -0.001 | 0.006 | -0.020 | 0.006 | -0.006 | -0.008 | -0.018 | -0.000 | -0.747 | 1.000 | 0.000 | -0.008 | -0.003 | -0.002 | 0.019 |
| string_id | 0.011 | 0.000 | 0.012 | 0.027 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 1.000 | 0.013 | 0.004 | 0.000 | 0.024 |
| temp_diff | 0.004 | -0.002 | 0.000 | 0.000 | 0.007 | 0.000 | -0.002 | 0.002 | 0.244 | -0.009 | -0.006 | -0.009 | 0.006 | -0.008 | 0.013 | 1.000 | 0.010 | -0.007 | 0.008 |
| temperature | -0.003 | -0.003 | 0.014 | 0.000 | -0.007 | 0.000 | 0.009 | -0.009 | 0.919 | -0.004 | -0.003 | -0.004 | 0.008 | -0.003 | 0.004 | 0.010 | 1.000 | 0.002 | -0.001 |
| voltage | -0.000 | 0.121 | 0.000 | 0.000 | -0.014 | 0.013 | 0.253 | -0.003 | 0.004 | 0.000 | 0.888 | -0.007 | 0.157 | -0.002 | 0.000 | -0.007 | 0.002 | 1.000 | -0.014 |
| wind_speed | 0.006 | -0.001 | 0.008 | 0.020 | 0.003 | 0.006 | -0.014 | -0.003 | 0.003 | -0.003 | -0.010 | -0.005 | -0.014 | 0.019 | 0.024 | 0.008 | -0.001 | -0.014 | 1.000 |
Missing values
Sample
| temperature | irradiance | humidity | panel_age | maintenance_count | soiling_ratio | voltage | current | module_temperature | cloud_coverage | wind_speed | pressure | string_id | error_code | installation_type | power_output | temp_diff | soiled_irradiance | has_error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | |||||||||||||||||||
| 0 | 17.618379 | 85.449838 | 90.815423 | 13.910963 | 6.0 | 0.889765 | 6.370396 | 0.069101 | 19.517274 | 33.509889 | 7.181958 | 1034.782455 | 2.0 | 1.0 | 3.0 | 0.440202 | 1.898895 | 9.419551 | 1 |
| 1 | 34.826323 | 722.801748 | 20.982993 | 20.916528 | 4.0 | 0.590372 | 30.095867 | 1.713852 | 37.421443 | 32.327060 | 4.184582 | 992.319752 | 3.0 | 0.0 | 2.0 | 51.579862 | 2.595119 | 296.080084 | 1 |
| 2 | 33.776934 | 485.491998 | 55.614050 | 1.446962 | 3.0 | 0.611425 | 28.424430 | 1.696936 | 32.147763 | 69.613333 | 6.259441 | 999.213457 | 3.0 | 1.0 | 0.0 | 48.234446 | -1.629171 | 188.649924 | 1 |
| 3 | 18.584189 | 350.022720 | 49.044766 | 18.810133 | 5.0 | 0.697663 | 7.848038 | 0.787188 | 25.734118 | 42.862760 | 2.769607 | 1026.650078 | 2.0 | 2.0 | 0.0 | 6.177883 | 7.149930 | NaN | 1 |
| 4 | 43.044908 | 437.295622 | 8.761571 | 17.497731 | 8.0 | 0.564938 | 12.300717 | 1.867620 | 29.857669 | 51.025763 | 11.846974 | 1010.809943 | 1.0 | 3.0 | 1.0 | 22.973060 | NaN | 190.250608 | 0 |
| 5 | 11.760050 | 759.192697 | 50.294016 | 27.231179 | 6.0 | 0.953422 | 20.353573 | 1.426782 | 14.563757 | 28.302103 | 7.640087 | 1012.185721 | 0.0 | 1.0 | 2.0 | 29.040101 | 2.803707 | 35.361836 | 1 |
| 6 | 16.152988 | 682.810129 | 56.378263 | 13.535659 | 2.0 | 0.748115 | 12.350138 | 0.362109 | 19.292288 | 71.397584 | 13.377732 | 1018.086048 | 2.0 | 3.0 | 2.0 | NaN | 3.139300 | 171.989390 | 0 |
| 7 | 43.869417 | 468.019135 | 27.548412 | 27.584920 | 2.0 | 0.697663 | 0.003959 | 0.128387 | 45.968299 | 99.231112 | 5.419492 | 1004.965788 | 3.0 | 2.0 | 3.0 | 0.000508 | 2.098882 | NaN | 1 |
| 8 | 9.334953 | 215.223134 | 17.393688 | 8.584418 | 5.0 | 0.697663 | 26.510237 | 1.589784 | 8.146866 | 66.021283 | 12.391755 | 997.550645 | 0.0 | 3.0 | 2.0 | 42.145556 | -1.188087 | NaN | 0 |
| 9 | 29.162480 | 499.654730 | 44.637971 | 24.897915 | 3.0 | 0.524393 | 22.708945 | 0.697054 | 37.941231 | 71.793285 | 5.421303 | 1004.484237 | 2.0 | 3.0 | 3.0 | 15.829372 | 8.778751 | NaN | 0 |
| temperature | irradiance | humidity | panel_age | maintenance_count | soiling_ratio | voltage | current | module_temperature | cloud_coverage | wind_speed | pressure | string_id | error_code | installation_type | power_output | temp_diff | soiled_irradiance | has_error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | |||||||||||||||||||
| 11990 | 18.689008 | -32.761221 | 17.212805 | 30.344371 | 5.0 | 0.697663 | 64.056105 | 1.558413 | 20.832308 | 49.704133 | 4.530718 | 1018.016056 | 1.0 | 1.0 | 2.0 | NaN | 2.143301 | NaN | 1 |
| 11991 | 24.446904 | 671.404169 | 20.898034 | 29.090613 | 4.0 | 0.431329 | 21.120931 | 1.738881 | 31.488235 | 28.854606 | 4.483295 | 1004.273707 | 1.0 | 3.0 | 3.0 | 36.726795 | 7.041332 | 381.807948 | 0 |
| 11992 | 0.735377 | 177.484882 | 54.772332 | 5.335996 | 4.0 | 0.634298 | 15.651282 | 1.132112 | 5.060996 | 17.611353 | 11.315863 | 1002.616341 | 2.0 | 0.0 | 1.0 | 17.719002 | 4.325619 | 64.906515 | 1 |
| 11993 | 43.877036 | 562.353156 | 19.100804 | 27.403195 | 5.0 | 0.805773 | 12.507170 | 3.540237 | 46.900841 | 32.100467 | 7.822628 | 1014.309700 | 1.0 | 1.0 | 0.0 | 44.278349 | 3.023805 | 109.223970 | 1 |
| 11994 | 18.587663 | 499.654730 | 27.863841 | 17.497731 | 5.0 | 0.671409 | 24.718824 | 0.836006 | 23.617655 | 74.889060 | 4.316102 | 1012.014517 | 2.0 | 1.0 | 3.0 | 20.665094 | 5.029992 | NaN | 1 |
| 11995 | 40.581656 | 492.446562 | 35.496012 | 4.508170 | 8.0 | 0.697663 | 40.883724 | 3.434505 | 48.476050 | 14.015174 | 3.135128 | 1008.966267 | 3.0 | 0.0 | 3.0 | 140.415374 | 7.894394 | NaN | 1 |
| 11996 | 16.958524 | 198.844667 | 4.063816 | 4.021203 | 4.0 | 0.810999 | 0.000000 | 1.290352 | 23.502657 | 22.788465 | 9.363424 | 1023.566458 | 2.0 | 2.0 | 3.0 | 0.000000 | 6.544133 | 37.581897 | 1 |
| 11997 | 24.055333 | 757.621634 | 2.797670 | 15.253932 | 3.0 | 0.697663 | 5.855590 | 4.835729 | 31.908375 | 98.197373 | 14.355945 | 1011.665828 | 0.0 | 0.0 | 2.0 | 28.316048 | 7.853042 | NaN | 1 |
| 11998 | 15.623725 | 177.376256 | 0.671049 | 16.437613 | 2.0 | 0.861087 | 0.000000 | 1.159060 | 23.835495 | 9.581184 | 6.958665 | 1017.657263 | 1.0 | 3.0 | 0.0 | 0.000000 | 8.211770 | 24.639819 | 0 |
| 11999 | 13.784361 | 687.633403 | 88.448708 | 2.150407 | 3.0 | 0.510835 | 38.372491 | 0.968285 | 19.900598 | 73.898650 | 6.169193 | 1029.156004 | 0.0 | 3.0 | 0.0 | 37.155495 | 6.116237 | 336.366424 | 0 |